Yu-Cheng Tsai – Medium

Yu-Cheng Tsai

Yu-Cheng Tsai
in
Towards Data Science

Transforming Next-Token Prediction into Classification with LLMs

From tokens to labels: Performing classification with large language models

6d ago

Transforming Next-Token Prediction into Classification with LLMs

6d ago

Yu-Cheng Tsai
in
Towards Data Science

Are GPTs Good Embedding Models

A surprising experiment to show that the devil is in the details

May 18

Are GPTs Good Embedding Models

May 18

Yu-Cheng Tsai
in
Sage Ai

Demystify Transformers: A Guide to Scaling Laws

Unpacking Transformer Technologies and Scaling Strategies

Apr 30

Demystify Transformers: A Guide to Scaling Laws

Apr 30

Yu-Cheng Tsai
in
Sage Ai

Unlocking Parent-Child Interactions: Advancing Video Understanding with Multi-Modal LLMs

Revolutionizing Video Analysis: Demystifying Parent-Child Dynamics with Advanced AI Tools

Sep 26, 2023

Unlocking Parent-Child Interactions: Advancing Video Understanding with Multi-Modal LLMs

Sep 26, 2023

Yu-Cheng Tsai
in
Sage Ai

Fine-Tuning Large Language Models: A Guide into Distributed Parallel Training with DeepSpeed, Ray…

Path to Open-source LLMs

Oct 20, 2023

Fine-Tuning Large Language Models: A Guide into Distributed Parallel Training with DeepSpeed, Ray…

Oct 20, 2023

Yu-Cheng Tsai
in
Sage Ai

No static experimentation: Scalable notebooks for time-series forecasting at Sage

Jan 11, 2023

No static experimentation: Scalable notebooks for time-series forecasting at Sage

Jan 11, 2023

Yu-Cheng Tsai

Reinforcement Learning-based Recommender Systems using TF-Agent and MovieLens Dataset

With a full code example walkthrough of TF-Agent in Python and Jupyter Notebook

Sep 2, 2021

Reinforcement Learning-based Recommender Systems using TF-Agent and MovieLens Dataset

Sep 2, 2021

Yu-Cheng Tsai

Yu-Cheng Tsai

A data scientist passionate about innovative AI products. Ph.D. MAE from Princeton University and work at Sage AI. https://www.linkedin.com/in/yu-cheng-tsai/

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